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Morphological Analysis of the Dravidian Language Family
| dc.contributor.author | Kumar, Arun |
| dc.contributor.author | Cotterell, Ryan |
| dc.contributor.author | Oliver González, Antoni |
| dc.contributor.author | Padró, Lluís |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
| dc.date.accessioned | 2017-05-23T16:43:10Z |
| dc.date.available | 2017-05-23T16:43:10Z |
| dc.date.issued | 2017 |
| dc.identifier.citation | Kumar, A., Cotterell, R., Oliver, A., Padro, L. Morphological Analysis of the Dravidian Language Family. A: Conference of the European Chapter of the Association for Computational Linguistics. "EACL 2017: 15th Conference of the European Chapter of the Association for Computational Linguistics: Valencia, Spain: April, 3-7 2017: Proceedings of Conference, Volume 1: Long Papers". Valencia: 2017, p. 217-222. |
| dc.identifier.isbn | 978-1-945626-34-0 |
| dc.identifier.uri | http://hdl.handle.net/2117/104793 |
| dc.description.abstract | The Dravidian family is one of the most widely spoken set of languages in the world, yet there are very few annotated resources available to NLP researchers. To remedy this, we create DravMorph, a corpus annotated for morphological segmentation and part-of-speech. Also, we exploit novel features and higher-order models to achieve promising results on these corpora on both tasks, beating techniques proposed in the literature by as much as 4 points in segmentation F1. |
| dc.format.extent | 6 p. |
| dc.language.iso | eng |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Aspectes socials |
| dc.subject.lcsh | Dravidian languages |
| dc.subject.lcsh | Natural language processing (Computer science) |
| dc.title | Morphological Analysis of the Dravidian Language Family |
| dc.type | Conference lecture |
| dc.subject.lemac | Tractament del llenguatge natural (Informàtica) |
| dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
| dc.rights.access | Open Access |
| local.identifier.drac | 20331179 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Kumar, A.; Cotterell, R.; Oliver, A.; Padro, L. |
| local.citation.contributor | Conference of the European Chapter of the Association for Computational Linguistics |
| local.citation.pubplace | Valencia |
| local.citation.publicationName | EACL 2017: 15th Conference of the European Chapter of the Association for Computational Linguistics: Valencia, Spain: April, 3-7 2017: Proceedings of Conference, Volume 1: Long Papers |
| local.citation.startingPage | 217 |
| local.citation.endingPage | 222 |
